An overview of the asymptotic performance of the family of the FastICA algorithms

Tianwen Wei

Conference Proceedings

An overview of the asymptotic performance of the family of the FastICA algorithms

Wei T

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2015) 9237 336-343

DOI: 10.1007/978-3-319-22482-4_39

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Abstract

This contribution summarizes the results on the asymptotic performance of several variants of the FastICA algorithm. A number of new closed-form expressions are presented.

Author supplied keywords

Asymptotic performance
Data centering
Data whitening
Deflationary FastICA
Independent component analysis
Symmetric FastICA

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Wei, T. (2015). An overview of the asymptotic performance of the family of the FastICA algorithms. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 9237, pp. 336–343). Springer Verlag. https://doi.org/10.1007/978-3-319-22482-4_39

An overview of the asymptotic performance of the family of the FastICA algorithms

Abstract

Author supplied keywords

Cite

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